I agree with Shootist, it looks like a 6-32 to me, but maybe your hands are smaller than mine and I'm correlating the image inaccurately. But paintzapper's right, just check the threads at a Home Depot. I suggest buying the set screws in bulk from boltdepot.com; much cheaper than acquiring them locally and they ship super fast. I get all my hardware from them.